
Continuous Agent Loop
This is the updated canonical pattern for autonomous agent loops that run until they hit quality gates or acceptance criteria. You get four loop strategies (strict PR control, RFC decomposition, parallel exploration, or sequential), plus the recommended production stack combines RFC pipelines, quality gates, eval harnesses, and session persistence. The honest take: this prevents the classic failure modes where agents spin in circles retrying the same broken approach or rack up costs without measurable progress. When things do stall, you freeze the loop, audit with the harness, narrow scope to the failing unit, and replay with explicit criteria. It replaced the old autonomous-loops skill but keeps backward compatibility for one release.
- skills.sh installs
- 5.5K
- GitHub stars
- 300.3K
- last updated
- Aug 21, 2026
Install
$ npx -y skills add affaan-m/ecc --skill continuous-agent-loop --agent claude-codeInstalls into .claude/skills of the current project.
Files
Continuous Agent Loop
This is the v1.8+ canonical loop skill name. It supersedes autonomous-loops while keeping compatibility for one release.
Loop Selection Flow
Start
|
+-- Need strict CI/PR control? -- yes --> continuous-pr
|
+-- Need RFC decomposition? -- yes --> rfc-dag
|
+-- Need exploratory parallel generation? -- yes --> infinite
|
+-- default --> sequential
Combined Pattern
Recommended production stack:
- RFC decomposition (
ralphinho-rfc-pipeline) - quality gates (
plankton-code-quality+/quality-gate) - eval loop (
eval-harness) - session persistence (
nanoclaw-repl)
Failure Modes
- loop churn without measurable progress
- repeated retries with same root cause
- merge queue stalls
- cost drift from unbounded escalation
Recovery
- freeze loop
- run
/harness-audit - reduce scope to failing unit
- replay with explicit acceptance criteria
Sponsors
Details
- Repository
- github.com/affaan-m/ecc
- Categories
- Code Review & Quality, AI & Agent Building
- First seen
- Jul 14, 2026
More from affaan-m/ecc
All 263- Continuous Learning5.5K
- Agent Eval5.5K
- Exa Search5.5K
- Agent Sort5.5K
- Product Lens5.5K
- Iterative Retrieval5.5K
- Skill Stocktake5.5K
- Benchmark5.5K
- Healthcare Emr Patterns5.5K
- Homelab Network Setup5.5K
- Ios Icon Gen5.5K
- Kotlin Ktor Patterns5.5K
- Api Connector Builder5.5K
- Safety Guard5.5K
- Csharp Testing5.5K
- Skill Scout5.5K
- Customs Trade Compliance5.5K
- Research Ops5.5K
- Crosspost5.5K
- Videodb5.5K
- Click Path Audit5.5K
- Skill Comply5.5K
- Hipaa Compliance5.5K
- Angular Developer5.5K